“…Two 8-gene signatures able to predict response to therapy, and overall including CXCL14 , KRT7 , KRT19 , KRT81 , PKP3 , PTRF , TIMP3 , LAD1 , S100A16 , FKBP10 , TWIST1 , PTRF , EEF1A2 , PTPRK , EGFR and ERBB3 genes, were generated by comparing the CTC profile of poor and good responders following first line treatment with standard hormonal or chemotherapy or with aromatase inhibitors only [ 166 , 167 ]. Other CTC-detected genes involved in drug resistance, such as MTOR , PIK3CA , ADAM17 , ALDH2 , TIMP1 , PALB2 and MYC , in addition to overexpressed epithelial and EMT-related markers, such as EpCAM high , CD44 high , and ALDH1 high , may have prognostic significance or can be found more frequently expressed in poor responders [ 136 , 137 , 168 , 169 , 170 ].…”